{"id":"W2914855515","doi":"10.1080/07038992.2018.1516130","title":"Gulf Stream Detection from SAR Doppler Anomaly","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Remote Sensing","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Defence Research and Development Canada","funders":"","keywords":"Anomaly (physics); Doppler effect; Geography; Anomaly detection; Remote sensing; Geology; Cartography; Geodesy; Computer science; Data mining; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002371006,0.0001446601,0.000214845,0.0002795572,0.0003597272,0.0001459455,0.0001176973,0.0001067319,0.0003812901],"category_scores_gemma":[0.00008749352,0.0001223599,0.0001089205,0.0002331535,0.0001794769,0.0001980927,0.000002875638,0.0002554354,0.0001037995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003438043,"about_ca_system_score_gemma":0.0004074297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1830092,"about_ca_topic_score_gemma":0.5340808,"domain_scores_codex":[0.9988416,0.00007222171,0.0003296738,0.0001664284,0.0001883583,0.0004017135],"domain_scores_gemma":[0.9986565,0.00005877165,0.0002276207,0.0001651877,0.0002248876,0.0006670078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001974727,4.977059e-7,0.000908397,0.00000243673,0.00003045045,0.0003369624,0.0003745217,0.000164969,0.0002953113,2.591576e-7,0.0003037174,0.9975627],"study_design_scores_gemma":[0.00136587,0.00106099,0.1574487,0.0009283838,0.0002183557,0.007620128,0.002443065,0.6338812,0.01710013,0.003872331,0.1730106,0.00105034],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859359,0.000483706,0.005222337,0.0002614966,0.002272787,0.00004489183,0.00002107227,0.000009496147,0.00574828],"genre_scores_gemma":[0.9382811,0.00001630545,0.05922619,0.0002889915,0.002082118,4.045216e-12,0.000007301952,0.00000831258,0.00008974063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9965124,"threshold_uncertainty_score":0.8224312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205861152203358,"score_gpt":0.1928258330544787,"score_spread":0.1807672215324451,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}